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Mengzhou Xia — most-cited papers & profile · Large Language Models
← authors
·
overview
Mengzhou Xia
11
papers ·
53
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
2023 · 20 citations
Catastrophic Jailbreak of Open-source LLMs via Exploiting Generation
2023 · 11 citations
Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
2024 · 2 citations
Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving
2025 · 1 citations
InstructEval: Systematic Evaluation of Instruction Selection Methods
2023 · 1 citations
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?
2025
Top co-authors
Danqi Chen
· 3
Chi Jin
· 2
Yangsibo Huang
· 2
Ameet Deshpande
· 1
Anirudh Ajith
· 1
Bohan Lyu
· 1
Boyi Wei
· 1
Chris Pan
· 1
Hongzhou Lin
· 1
Jia Li
· 1
Jiayun Wu
· 1
Kai Li
· 1
Topics
Evaluation
Model Architecture
Training Techniques
RAG
Prompting
Efficiency
Safety & Alignment
In-Context Learning
Fine-Tuning